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System Dynamics: Modeling, Simulation and Analysis: Practical guide with examples for the design of industrial, economic, biological, engineering and
Paperback
Series: Business Dynamics, Book 2020
Publisher: Independently Published
Published: May 28 2020
Pages: 406
Weight: 1.08
Height: 1.01 Width: 6.00 Depth: 9.00
Language: English
This book offers a time-efficient approach for readers to acquire step-by-step knowledge in the formation and construction of dynamic models using Vensim.
It addresses the challenge of working with minimal current and historical data by providing simulation models that accommodate such analyses. By constructing realistic hypotheses and elaborate behavior models, students can effectively utilize the Vensim software for model construction and simulation. By the end of the book, readers will be able to: - Understand the components of a complex system.- Develop a comprehensive model of the system and demonstrate it using simulation software.
- Perform simulations with the model to predict the system's behavior. Overall, this book equips readers with practical skills and knowledge to effectively model and simulate complex systems using Vensim.
The book contains downloadable material !
Environmental Area
1. Population Growth
2. Ecology of a Natural Reserve
3. Effects of the Intensive Farming
4. The Fishery of Shrimp
5. Rabbits and Foxes
6. A Study of Hogs
7. Ingestion of Toxins
8. The Barays of Angkor
9. The Golden Number
Management Area
10. Production and Inventory
11. CO2 Emissions
12. How to Work More and Better
13. Faults
14. Project Dynamics
15. Innovatory Companies
16. Quality Control
17. The impact of a Business Plan
Social Area
18. Filling a Glass
19. A Catastrophe Study
20. The Young Ambitious Worker
21. Development of an Epidemic
22. The Dynamics of Two Clocks
Mechanical Area
23. The Tank
24. Study of the Oscillatory Movements
25. Design of a Chemical Reactor
26. The Butterfly Effect
27. The Mysterious Lamp
Advanced Exercises (Vensim PLE PLUS)
28. Import data from an Excel file
29. Building Games and Learning Labs
30. Interactive models
31. Input Output Controls
32. Sensitivity Analysis
TOOLS
I.1. CREATING A CAUSAL LOOP DIAGRAM
I.2. CREATING A STOCK AND FLOW DIAGRAM
I.3. WRITING THE CONCLUSIONS II. GUIDE TO USING ARTIFICIAL INTELLIGENCE
II.1. USING AI
II.2. WARNING
II.3. HOW AI WORKS
II.4. STEPS TO FOLLOW
II.5. PATTERNS
II.6. PROMPT
II.7. EXAMPLES III. FUNCTIONS, TABLES AND DELAYS
III.1. FUNCTIONS
III.2. TABLES
III.3. DELAYS
The author
Juan MartÃn GarcÃa is teacher and a worldwide recognized expert in System Dynamics, with more than twenty years of experience in this field. Ph.D. Industrial Engineer (Spain) and Postgraduated Diploma in Business Dynamics at Massachusetts Institute of Technology MIT (USA). He teaches Vensim online courses in http: //vensim.com/vensim-online-courses/ based on System Dynamics.
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